Since the quantum state of battery-charger system remains a pure state during the time evolution, the battery-charger entanglement can be well characterized by the Von Neumann
entropy of the battery part, which is given by [1]}
\(S(t)=-\mathrm {Tr}(\rho _b(t)\log _2\rho _b(t)).\) 
